Class ModelMonitoringAlert (1.51.0)

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ModelMonitoringAlert(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Represents a single monitoring alert. This is currently used in the SearchModelMonitoringAlerts api, thus the alert wrapped in this message belongs to the resource asked in the request.

Attributes
Name	Description
stats_name	str The stats name.
objective_type	str One of the supported monitoring objectives: raw-feature-drift prediction-output-drift feature-attribution
alert_time	google.protobuf.timestamp_pb2.Timestamp Alert creation time.
anomaly	google.cloud.aiplatform_v1beta1.types.ModelMonitoringAnomaly Anomaly details.

Methods

ModelMonitoringAlert

ModelMonitoringAlert(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Represents a single monitoring alert. This is currently used in the SearchModelMonitoringAlerts api, thus the alert wrapped in this message belongs to the resource asked in the request.